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Geometric Sensitivity Measures for Bayesian Nonparametric Density Estimation Models
We propose a geometric framework to assess global sensitivity in Bayesian nonparametric models for density estimation. We study sensitivity of nonparametric Bayesian models for density estimation, based on Dirichlet-type priors, to perturbations of either the precision parameter or the base probabil...
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| Izdano u: | Sankhya Ser A |
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| Glavni autori: | , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2018
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| Teme: | |
| Online pristup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8157310/ https://ncbi.nlm.nih.gov/pubmed/34054249 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13171-018-0145-7 |
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